Sentence examples for both logistic and random from inspiring English sources

MissForest works well using both logistic and random forest prediction models.

Both the logistic and random coefficient analysis confirmed our finding with the generalized estimating equations analysis.

We use the average relative error (for continuous variables) and misclassification error (for categorical variables) to assess the imputation performance for both the logistic and random forest models.

The prediction models were created using both logistic models and random forest models, as some might argue that using random forest imputation methods might favour the random forest prediction models.

Its greater reduction during the 8-week weight loss was related to continued weight loss during the subsequent 6 months, identified by both Logistic Regression and Random Forests analyses.

Adjusted associations were assessed by linear, logistic, and random-effects models.

Here we make use of the recursive best feature elimination (RBFE) procedure (cf. Materials and Methods) for both the logistic regression and random forest base classifiers to extract subgroups of intragene features, which nevertheless contain enough information to distinguish between ESCs and iPSCs without compromising the quality.

We find that models generated using logistic regression and random forests perform nearly identically and identify largely similar important features.

Comparison of risk levels with logistic models, and random-effects logistic models resulted in very similar estimates for the fresh and marine data.

The results for the comparison of logistic and Poisson random effects models are presented in Table 4.

The next largest power was seen in both the independent and random effects logistic regressions.